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In addition, the dataset includes model output files: the f(X,N,B) correction factor as a function of number of adsorbed water monolayers for selected particle sizes and FHH B parameter values; a comparison table of experimental and modelled critical supersaturation values with their ratios across the full diameter range for all 12 substances; the critical supersaturation as a function of number of adsorbed layers at activation for four FHH correction methods; and the number of adsorbed layers at activation as a function of particle diameter for all 12 substances.\n\n**CONTENTS**\n\n**1. Cloud condensation activation measurements**\n\nFolder: **CCN\\_activation\\_data.zip**\n\nThis dataset contains cloud condensation nuclei activation data reporting the critical supersaturation (S\\*) at which 50% of particles activate as cloud droplets as a function of dry particle diameter.\n\nEach file corresponds to a specific material `*_AAC_50.txt` and contains:\n\n* **Dp**: Dry particle diameter (nm)\n* **dDp**: Uncertainty in dry particle diameter (nm)\n* **S\\*:** Critical supersaturation at 50% activation. (P/P0 -1)\n* **dS:** Measurement uncertainty in S\\*\n\n**2. Water and Nitrogen adsorption isotherm measurements**\n\nFolders: **H2O isotherms.zip** and **N2\\_isotherms.zip**\n\nThe dataset includes nitrogen adsorption isotherms (adsorption branch, `*_N2_N_ad.dat`) and water adsorption isotherms (desorption branch, `*_H2O_N_de.dat`). Each file contains a header with references to the original experimental filenames and data in two columns:\n\n* **P/P0**: Saturation ratio\n* **N\\_ads (N\\_des)**: Number of adsorbed water or nitrogen monolayers in the adsorption (desorption) branch\n\n**3. MODEL OUTPUT AND COMPARISON DATA**\n\n**3.1 SSw\\_comparison\\_table.csv**\n\nData for Figures 1 and 3a.\n\nCritical supersaturation (SSw, %) for all 12 substances across a particle diameter grid of 40-1000 nm.\n\nContains experimental SSw values with uncertainties, model estimates from three FHH-based parameterisations (original, size-corrected, and size+fractal-corrected), the Kelvin-equation reference curve, and the ratios of modelled to experimental SSw. Rows where no experimental measurement exists at a given diameter contain model values only.\n\n* **Substance**: sample identifier\n* **Dp (nm)**: particle diameter (nm)\n* **dDp (nm)**: uncertainty in particle diameter (nm)\n* **SSw\\_exp**: experimental critical supersaturation (%)\n* **dSSw\\_exp**: uncertainty in experimental SSw (%)\n* **SSw\\_kelvin**: Kelvin-equation SSw (%) — pure water limit\n* **Ssw\\_FHH**: modelled SSw (%) — FHH original\n* **SSw\\_FHH(D)**: modelled SSw (%) — FHH with size correction\n* **SSw\\_FHH(D,f)**: modelled SSw (%) — FHH with size and fractal correction\n* **ratio\\_SSw\\_FHH**: SSw\\_FHH / SSw\\_exp\n* **ratio\\_SSw\\_FHH(D)**: SSw\\_FHH(D) / SSw\\_exp\n* **ratio\\_SSw\\_FHH(D,f)**: SSw\\_FHH(D,f) / SSw\\_exp\n* **data\\_type**: \"experimental + model\" or \"model only\"\n\n**3.2 fXNB\\_data.csv**\n\nData for Figure 2.\n\nTheoretical f(X,N,B) correction factor as a function of number of adsorbed water monolayers N (range 1-2000), computed for three particle diameters (10, 100, 1000 nm) and three FHH B parameter values (1.01, 2, 3).\n\n* **Diameter\\_nm** : dry particle diameter (nm)\n* **B\\_value**: FHH B parameter\n* **N\\_mono**: number of adsorbed water monolayers\n* **fXNB**: f(X,N,B) correction factor (dimensionless, 0-1)\n\n**3.3 SSw\\_vs\\_N.csv**\n\nData for Figure 3b.\n\nCritical supersaturation SSw (%) as a function of number of adsorbed water layers N at activation, for four correction methods applied to K-Feldspar (diameter = 300 nm, A = 3.46, B = 2.14, B\\_corr = 1.06). N range: 10-10000.\n\n* **Method**: correction method (Uncorrected, Size\\_corrected, Fractal\\_corrected, Size\\_and\\_fractal\\_corrected)\n* **N**: number of adsorbed water monolayers at activation\n* **SSw**: critical supersaturation (%)\n\n**3.4 N\\_vs\\_diameter.csv**\n\nData for Figure 3c.\n\nNumber of adsorbed water layers N at CCN activation as a function of particle diameter, for all 12 metal oxide and mineral substances. Diameter range: 40-1000 nm. N range: 10-2000.\n\n* **Substance**: sample identifier\n* **Diameter\\_nm**: particle diameter (nm)\n* **N**: number of adsorbed water layers at critical supersaturation\n\n**NOTES**\n\n- *NA* indicates missing or not applicable values (e.g., experimental columns for model-only rows, ratio values where no experimental reference exists, or model values that did not converge). \n- File headers within each CSV provide additional metadata, including column descriptions."
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"en": "The dataset originates from a survey study examining Finnish teachers’ fat attitudes and internalized weight stigma. The aim of the study was to investigate teachers’ attitudes toward fatness, their internalized weight stigma, and the personal characteristics associated with these constructs. Data were collected through an online questionnaire administered between December 2025 and January 2026.\r\n\r\nThe survey included standardized and validated instruments, such as the Fat Attitudes Assessment Toolkit (FAAT), the Modified Weight Bias Internalization Scale (WBIS-M), and a measure of social desirability (SDC), along with demographic and background variables (e.g., teaching experience, region, and weight-related experiences).\r\n\r\nThe final dataset comprises responses from 263 teachers working in comprehensive and upper secondary schools across Finland. The data are quantitative, cross-sectional, and anonymized, and are suitable for statistical analyses examining professional attitudes toward fatness and weight stigma in educational contexts.",
"fi": "Aineisto on kyselytutkimusaineisto, jossa tarkasteltiin suomalaisten opettajien lihavuusasenteita ja sisäistettyä painostigmaa. Tutkimuksen tavoitteena oli tutkia opettajien lihavuusasenteita, heidän sisäistettyä painostigmaansa sekä näihin ilmiöihin yhteydessä olevia taustatekijöitä. Aineisto kerättiin verkkokyselyllä joulukuun 2025 ja tammikuun 2026 välisenä aikana.\r\n\r\nKysely sisälsi standardoituja ja validoituja mittareita, kuten Fat Attitudes Assessment Toolkit (FAAT) -mittarin, Modified Weight Bias Internalization Scale (WBIS-M) -mittarin sekä sosiaalisen suotavuuden mittarin (SDC). Lisäksi kyselyssä kerättiin demografisia ja taustatietoja, kuten opetuskokemusta, maantieteellistä aluetta sekä painoon liittyviä kokemuksia koskevia tietoja.\r\n\r\nLopullinen aineisto koostuu 263 suomalaisen perus- ja toisen asteen opettajan vastauksista. Aineisto on kvantitatiivinen, poikkileikkausluonteinen ja anonymisoitu. Se soveltuu tilastollisiin analyyseihin, joissa tarkastellaan lihavuuteen liittyviä asenteita, painostigmaa sekä niiden yhteyksiä opettajien taustatekijöihin koulutuksen kontekstissa."
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"en": "The dataset was produced for historical research and contains personal data. When publishing excerpts from the dataset, secondary users must assess on a case-by-case basis which personal data need to be removed or modified in accordance with research ethical practices.",
"fi": "Aineisto on tuotettu historian tutkimukseen ja se sisältää henkilötietoja. Aineisto-otteita julkaistessaan jatkokäyttäjän tulee tapauskohtaisesti harkita, mitä henkilötietoja otteesta täytyy poistaa tai muuttaa tutkimuseettisten käytäntöjen mukaisesti."
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"en": "The data consist of interview transcripts of individuals who were active in student associations in secondary schools in Finland. The interviewees' experiences are situated in Iisalmi, Kuopio, and Oulu during the 1950s-1970s. Most of the interviewees had served as active members of student associations, such as chairpersons or secretaries; some identified themselves as ordinary members, and two interviewees had served as teacher curators (faculty advisers) of student associations. At the beginning of the interviews, respondents were asked to briefly describe their life course as well as their childhood and adolescent living environments. They were then asked to recount their educational paths and entry into secondary school, and to describe the school atmosphere, fellow students, and teachers. After this, they were asked to discuss their school's student association, its activities, and their own roles within it, using concrete examples. With some interviewees, supplementary materials such as photographs or copies of student association meeting minutes or annual reports were used. Interviewees were also asked, among other things, to reflect on gender roles in student association activities, their political or non-political character, and their relationship to wider society. In addition, interviewees were asked to share their views on the activities and history of the national umbrella organization of student associations, the Finnish Union of Secondary School Students. Finally, interviewees were asked to summarize the significance that student association activities had had for their personal lives and, more broadly, for Finnish secondary schooling. Four of the interviews were conducted as paired interviews, with the remainder being individual interviews. In total, 30 individuals participated in the interviews, of whom 17 were men and 13 women. Background information collected on the interviewees includes gender, year of birth, date of interview, and the role the interviewee held in the student association.",
"fi": "Aineisto koostuu oppikoulujen teinikunnissa toimineiden henkilöiden haastattelulitteraatioista. Haastateltavien kokemukset sijoittuvat 1950-1970-lukujen Iisalmeen, Kuopioon ja Ouluun. Suurin osa haastateltavista on toiminut teinikunnan aktiivijäsenenä, kuten puheenjohtajana tai sihteerinä, osa identifioitui rivijäseneksi ja kaksi haastateltavaa on toiminut teinikunnan opettaja-kuraattorina. Haastatteluissa vastaajia pyydettiin aluksi kuvailemaan tiiviisti elämänkulkuaan sekä lapsuuden ja nuoruuden elinympäristöään. Tämän jälkeen heitä pyydettiin kertomaan koulutiestään ja pääsystä oppikouluun sekä kuvailemaan koulun ilmapiiriä, oppilastovereita sekä opettajia. Tämän jälkeen heitä pyydettiin kertomaan konkreettisin esimerkein koulunsa teinikunnasta, sen toiminnasta ja omasta roolistaan siinä. Osan kanssa hyödynnettiin oheismateriaaleja, kuten valokuvia tai kopioita teinikunnan pöytäkirjoista tai toimintakertomuksista. Haastateltavia pyydettiin lisäksi muun muassa pohtimaan teinitoiminnan sukupuolirooleja, poliittisuutta/epäpoliittisuutta sekä suhdetta muuhun yhteiskuntaan. Samalla haastateltavia pyydettiin kertomaan näkemyksensä teinikuntien valtakunnallisen kattojärjestön Suomen Teiniliiton toiminnasta ja historiasta. Lopuksi haastateltavia pyydettiin tiivistämään, mikä merkitys teinitoiminnalla on ollut heidän henkilökohtaiselle elämälleen sekä laajemmin suomalaiselle oppikoululle. Haastatteluista neljä oli parihaastatteluja ja loput yksilöhaastatteluja. Haastatteluihin osallistui kaikkiaan 30 henkilöä, joista 17 on miehiä ja 13 naisia. Haastateltavien taustatietoja ovat sukupuoli, syntymävuosi, haastatteluajankohta sekä tieto siitä, mikä rooli haastateltavalla oli teinikunnassa."
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"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
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{
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"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access for teaching or studying based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
}
}
]
},
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"roles": [
"creator"
],
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"fi": "Tutkimuseettinen neuvottelukunta (TENK)"
}
}
},
{
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],
"person": {
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"name": "Salminen, Ari"
},
"organization": {
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"pref_label": {
"en": "University of Vaasa",
"fi": "Vaasan yliopisto",
"sv": "Vasa universitet",
"und": "Vaasan yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01913",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
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],
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"name": "Pitkänen, Lotta"
},
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"pref_label": {
"en": "University of Vaasa",
"fi": "Vaasan yliopisto",
"sv": "Vasa universitet",
"und": "Vaasan yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01913",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "b61bae4d-064e-4f8b-908d-dc2fb8a94dbf",
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],
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"en": "Finnish National Board on Research Integrity TENK"
}
}
},
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],
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"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
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"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
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"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The Research Integrity Barometer 2018 surveys the views of the Finnish research community on research ethics, adherence to the Responsible Conduct of Research (RCR) guidelines, and ethical challenges and problematic situations related to research work in 2016-2018. The dataset examines ethical guidelines, practices, violations, and the values and operating culture of research work. Respondents were asked about their organisation's commitment to the RCR guidelines, their familiarity with various research ethics guidelines, the visibility of research ethics support persons, and their participation in research ethics training. Violations of the RCR were explored by assessing the prevalence of different forms of unethical conduct within respondents' research communities over the past three years. These included, for example, plagiarism, self-plagiarism, fabrication, falsification of results, and neglect related to authorship. In addition, respondents were asked about failures to obtain research permits or ethical review. They were also asked about their own experiences of being subjected to violations and how such cases had been handled within their organisations. Ethical risks and threats to responsible conduct were examined through statements addressing issues such as lack of information on researchers' rights, ambiguities in the ownership of research data, consequences of suspected misconduct, career pressures, the influence of funding, and awareness of RCR processes. The values and ethical principles of research work were examined by asking respondents to identify the most important values, such as openness, honesty, reliability, independence, critical thinking, and societal impact. In addition, views on the ethical operating culture and leadership of the work community were surveyed. Background variables in the dataset include the type of the respondent's organisation (university, university of applied sciences, or other research organisation), highest degree obtained, country where the degree was completed (classified), main work content (research, teaching, administration, or other), field of science, and years of research experience.",
"fi": "Tutkimusetiikan barometri 2018 kartoittaa suomalaisen tiedeyhteisön näkemyksiä tutkimusetiikasta, hyvän tieteellisen käytännön (HTK) noudattamisesta sekä tutkimustyöhön liittyvistä eettisistä haasteista ja ongelmatilanteista vuosina 2016-2018. Aineisto tarkastelee tutkimusetiikan ohjeistusta, käytäntöjä, loukkauksia sekä tutkimustyön arvoja ja toimintakulttuuria. Vastaajilta tiedusteltiin organisaation sitoutumista hyvän tieteellisen käytännön ohjeisiin, eri tutkimuseettisten ohjeistojen tuntemusta, tutkimusetiikan tukihenkilötoiminnan tunnettuutta sekä osallistumista tutkimusetiikan koulutuksiin. Hyvän tieteellisen käytännön loukkauksia kartoitettiin arvioimalla erilaisten epäeettisten toimintatapojen esiintyvyyttä vastaajan tiedeyhteisössä viimeisten kolmen vuoden aikana. Näitä olivat esimerkiksi plagiointi, itseplagiointi, sepittäminen, tulosten vääristely ja tekijyyteen liittyvät laiminlyönnit. Lisäksi kysyttiin tutkimusluvan tai eettisen ennakkoarvioinnin laiminlyönnistä. Vastaajilta tiedusteltiin myös kokemuksia siitä, ovatko he itse joutuneet loukkausten kohteeksi ja miten tapauksiin on organisaatioissa reagoitu. Eettisiin riskeihin ja hyvän tieteellisen käytännön uhkatekijöitä kartoitettiin väittämillä, jotka koskivat esimerkiksi tutkijoiden oikeuksiin liittyvän tiedon puutetta, tutkimusaineistojen omistajuuden epäselvyyksiä, vilppiepäilyjen seurauksia, urapaineita, rahoituksen vaikutuksia sekä HTK-prosessien tunnettuutta. Tutkimustyön arvoja ja eettisiä periaatteita selvitettiin pyytämällä vastaajia valitsemaan keskeisimmät arvot, kuten avoimuus, rehellisyys, luotettavuus, riippumattomuus, kriittisyys ja vaikuttavuus. Lisäksi kartoitettiin työyhteisön eettistä toimintakulttuuria ja johtamista koskevia näkemyksiä. Taustamuuttujina aineistossa ovat vastaajan taustaorganisaation tyyppi (yliopisto, ammattikorkeakoulu, muu tutkimusorganisaatio), korkein suoritettu tutkinto, tutkinnon suoritusmaa luokiteltuna, työn pääasiallinen sisältö (tutkimus, opetus, hallinto tai muu), tieteenala, sekä tutkimuskokemus vuosina."
},
"field_of_science": [
{
"id": "09e9d38f-26f3-46af-9b47-1e4d0318c406",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta4",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Agriculture and forestry",
"fi": "MAATALOUS- JA METSÄTIETEET",
"sv": "Jordbruks- och skogsvetenskaper"
}
},
{
"id": "2787a348-6c0f-4d0c-9238-e6c78d62d89f",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta6",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Humanities",
"fi": "HUMANISTISET TIETEET",
"sv": "Humanistiska vetenskaper"
}
},
{
"id": "eb6d49d6-6bfc-4d8c-86b8-d9497924b295",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta5",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Social sciences",
"fi": "YHTEISKUNTATIETEET",
"sv": "Samhällsvetenskaper"
}
},
{
"id": "4f7187f9-0158-4b80-ac0c-33427007a75d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta2",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Engineering and technology",
"fi": "TEKNIIKKA",
"sv": "Teknik"
}
},
{
"id": "21617327-94e5-497f-8ab0-81e4f58abf3b",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Natural sciences",
"fi": "LUONNONTIETEET",
"sv": "Naturvetenskaper"
}
},
{
"id": "752beaeb-cc05-444c-9b4b-c5a128a4cfe9",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Medical and health sciences",
"fi": "LÄÄKE- JA TERVEYSTIETEET",
"sv": "Medicin och hälsovetenskaper"
}
}
],
"infrastructure": [],
"issued": "2026-06-09",
"keyword": [
"arvot (käsitykset)",
"etiikka",
"hyvät käytännöt",
"osaaminen",
"tiede",
"tiedeyhteisöt",
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"tutkijat",
"tutkimus",
"tutkimusetiikka",
"tutkimustoiminta",
"tutkimustyö",
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"ethics",
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"research work",
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"values",
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"Science and technology"
],
"language": [
{
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"url": "http://lexvo.org/id/iso639-3/fin",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "Finnish",
"fi": "suomi",
"sv": "finska"
}
}
],
"metadata_owner": {
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"organization": "service_fsd"
},
"other_identifiers": [
{
"notation": "https://doi.org/10.60686/t-fsd4077",
"identifier_type": {
"id": "753e313e-2eb1-4f81-988c-d50e7a7cd7fb",
"url": "http://uri.suomi.fi/codelist/fairdata/identifier_type/code/doi",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/identifier_type",
"pref_label": {
"en": "Digital Object Identifier (DOI)"
}
},
"metax_ids": []
}
],
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD4077",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [
{
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"title": {
"en": "Collection"
},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
"geographic_name": "Suomi"
},
"temporal": {
"start_date": "2019-01-09",
"end_date": "2019-01-30"
},
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"used_entity": [],
"variables": [
{
"id": "f389f1a2-087d-4eee-ab7a-e43b4f96338b",
"pref_label": {
"en": "Researchers, teachers, and administrative staff at Finnish universities, universities of applied sciences, and research institutes that have committed to the Finnish National Board on Research Integrity (TENK) guidelines on the Responsible Conduct of Research (RCR) and procedures for handling allegations of misconduct in Finland.",
"fi": "TENKin Hyvä tieteellinen käytäntö ja sen loukkausepäilyjen käsitteleminen Suomessa -ohjeeseen eli HTK-ohjeeseen sitoutuneiden suomalaisten korkeakoulujen ja tutkimuslaitosten tutkijat, opettajat ja hallintohenkilökunta"
}
}
]
},
{
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"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
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"end_date": "2026-06-09"
},
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},
{
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"title": {
"en": "Production"
},
"description": {
"en": "Date when the data collection were produced (not distributed or archived)"
},
"temporal": {
"start_date": "2026-06-11",
"end_date": "2026-06-11"
},
"is_associated_with": [],
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},
{
"id": "6d338e0a-3f17-42ba-abf9-988e4099c6fe",
"title": {
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},
"description": {
"en": "Contains the date(s) when the data were collected."
},
"spatial": {
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},
"is_associated_with": [],
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"variables": []
}
],
"relation": [],
"remote_resources": [],
"spatial": [
{
"geographic_name": "Suomi"
},
{
"geographic_name": "Finland"
}
],
"state": "published",
"temporal": [
{
"start_date": "2019-01-09",
"end_date": "2019-01-30"
}
],
"theme": [],
"title": {
"en": "Research Integrity Barometer 2018",
"fi": "Tutkimusetiikan barometri 2018"
},
"created": "2026-06-10T01:11:44Z",
"modified": "2026-06-12T01:11:46Z",
"dataset_versions": [
{
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"title": {
"en": "Research Integrity Barometer 2018",
"fi": "Tutkimusetiikan barometri 2018"
},
"persistent_identifier": "urn:nbn:fi:fsd:T-FSD4077",
"state": "published",
"created": "2026-06-10T01:11:44Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata",
"record_created": "2026-06-10T01:11:44Z",
"record_modified": "2026-06-12T01:11:46Z"
},
{
"id": "2881d63e-9e59-47bc-860d-cf78b3dec036",
"access_rights": {
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"license": [
{
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"description": {
"en": "The dataset is (B) available for research, teaching and study.",
"fi": "Aineisto on käytettävissä (B) tutkimukseen, opetukseen ja opiskeluun."
},
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other-closed",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other (Not Open)",
"fi": "Muu (Ei avoin)"
}
}
],
"access_type": {
"id": "729ffd9f-6d7a-40e9-aa97-a363a16fd113",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "484e859f-11b5-4163-a387-25c13fcaae29",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/research",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restriced access for research based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella vain tutkimuskäyttöön",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för forskningsändamål"
}
},
{
"id": "8c6eebb2-d1f7-47e9-a041-b32a172745b4",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/education",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access for teaching or studying based on contract",
"fi": "Saatavuutta rajoitettu sopimuksen perusteella opetukseen ja opiskeluun",
"sv": "Begränsad åtkomst på bas av kontrakt ändast för undervisning och studier"
}
}
]
},
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"roles": [
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],
"organization": {
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"pref_label": {
"fi": "Tutkimuseettinen neuvottelukunta (TENK)"
}
}
},
{
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"roles": [
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],
"organization": {
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"pref_label": {
"en": "Finnish National Board on Research Integrity TENK"
}
}
},
{
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"roles": [
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],
"organization": {
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"pref_label": {
"en": "Tietoarkisto",
"fi": "Tietoarkisto",
"sv": "Tietoarkisto",
"und": "Tietoarkisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122-6130",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-harvest-fsd",
"description": {
"en": "The Research Integrity Barometer 2023 examines the implementation of the Responsible Conduct of Research (RCR) in the Finnish scientific and research community during 2019-2022. The survey explores sources of research ethics information, familiarity with guidelines, and misconduct and related suspicions. Respondents were asked how well they are familiar with key RCR guidelines (e.g. the RCR guidelines, authorship practices, researcher's curriculum vitae guidelines, and The European Code of Conduct for Research Integrity) as well as the research ethics support person system within their organisations. In addition, respondents were asked about the various sources (e.g. organisation, funders, publications, the scientific community, media) from which they have obtained information on research ethics. The section on RCR competence examined the availability of research ethics training, participation in such training, and respondents' self-assessed level of competence. Respondents were also asked to evaluate the adequacy of their competence and their need for further training. Respondents were asked how often they had suspected research misconduct (e.g. plagiarism, fabrication, falsification of observations or results) and disregard for the responsible conduct of research (e.g. neglect of research permits, deficiencies in data handling, authorship disputes, self-plagiarism, exaggeration of merits). This was followed by questions on respondents' knowledge of reporting processes, experiences of making allegations, and barriers to reporting, such as loyalty, fear of consequences, or distrust in the fairness of procedures. Finally, the survey examined the effects of the COVID-19 pandemic on compliance with the responsible conduct of research. Background variables include respondents' research experience (in years), highest degree obtained, field of education (by disciplinary classification), country where the highest degree was completed, employing organisation, main work tasks, and the field of science of the respondent's current position or research.",
"fi": "Tutkimusetiikan barometri 2023 kartoittaa hyvän tieteellisen käytännön (HTK) toteutumista suomalaisessa tiede- ja tutkimusyhteisössä vuosina 2019-2022. Kyselyssä selvitettiin tutkimuseettisen tiedon lähteitä ja ohjeistuksen tuntemusta sekä hyvän tieteellisen käytännön vastaista toimintaa ja siihen liittyviä epäilyjä. Vastaajilta tiedusteltiin, kuinka hyvin he tuntevat hyvän tieteellisen käytännön keskeisiä ohjeita (esim. HTK-ohje, tekijyyskäytännöt, ansioluettelomallit, The European Code of Conduct for Research Integrity) sekä organisaatioiden tutkimusetiikan tukihenkilötoimintaa. Lisäksi kartoitettiin, mistä eri lähteistä (esim. organisaatio, rahoittajat, julkaisut, tiedeyhteisö, media) vastaajat ovat saaneet tietoa tutkimusetiikasta. Hyvän tieteellisen käytännön osaamista koskevassa osiossa tarkasteltiin tutkimuseettisen koulutuksen tarjontaa, siihen osallistumista sekä omaa osaamisen tasoa. Vastaajilta kysyttiin arviota osaamisensa riittävyydestä ja lisäkoulutustarpeista. Vastaajilta kysyttiin, kuinka usein he ovat epäilleet tiedevilppiä (esim. plagiointi, sepittäminen, havaintojen tai tulosten vääristely) sekä piittaamattomuutta hyvästä tieteellisestä käytännöstä (esim. tutkimuslupien laiminlyönti, aineiston käsittelyn puutteet, tekijyysepäselvyydet, itsensä plagiointi, ansioiden liioittelu). Seuraavaksi selvitettiin vastaajien tietämystä ilmoitusprosesseista, kokemuksia epäilyjen tekemisestä sekä ilmoittamisen esteitä, kuten lojaalisuus, pelko seurauksista tai epäluottamus prosessien oikeudenmukaisuuteen. Lopuksi kartoitettiin koronapandemian vaikutuksia hyvän tieteellisen käytännön noudattamiseen. Taustamuuttujina ovat vastaajan tutkimuskokemus (vuosina), korkein suoritettu tutkinto, koulutusala (tieteenalaluokitus), korkeimman tutkinnon suoritusmaa, työnantajorganisaatio, pääasiallinen työtehtävä sekä nykyisen työtehtävän tai tutkimuksen tieteenala."
},
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